Browsing by Subject "Image Classification"
Now showing items 1-3 of 3
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Discriminative Shape Feature Pooling in Deep Convolutional Networks for Visual Classification
(2016-12-12)Unlike conventional handcrafted feature extractors, deep learning approach can extract generic image features without relying on explicit domain knowledge. Recently, there is a trend of combining handcrafted features with ... -
Multi-path Convolutional Neural Networks for Image Classification
(2015)Convolutional Neural Networks have demonstrated high performance in the ImageNet Large-Scale Visual Recognition Challenges contest. Nevertheless, the published results only show the overall performance for all image classes. ... -
TOWARDS IN-NETWORK IMAGE CLASSIFICATION FOR LATENCY-CRITICAL IOT APPLICATIONS
(2021-12-13)As the demand for latency-critical applications (intelligent transport systems, medical imaging, surveillance, AR/VR) continues to increase, tasks such as computer vision, which are imperative to these applications, require ...